Division of Research, Kaiser Permanente Northern California, Oakland, California, USA.
Division of Research, Kaiser Permanente Northern California, Oakland, California, USA.
Womens Health Issues. 2017 Nov-Dec;27(6):666-672. doi: 10.1016/j.whi.2017.06.001. Epub 2017 Jul 8.
Preventing diabetes before pregnancy may be important to improve maternal and infant outcomes. Although the preconception period is a crucial time to focus on chronic disease prevention, little is known about preventive services for reproductive-aged women at risk of developing diabetes.
Using electronic health record data from patients at Kaiser Permanente Northern California, we identified 21,965 nonpregnant women aged 18 to 44 with incident prediabetes (PDM; fasting plasma glucose [FPG] = 100-125 or glycated hemoglobin A1c = 5.7%-6.4%) between 2007 and 2010. We looked for evidence of a "clinical response" to PDM in the 6 months after laboratory testing, defined as retesting of blood glucose levels, referral or attendance to health education, diagnosis of PDM, metformin initiation, or a clinical note of discussion of PDM. Multilevel models were used to examine the relationship between patient characteristics and clinical response, and to assess provider-level variation.
Fewer than one-half of women had a documented clinical response to the PDM-range laboratory result. Women with higher FPG values and body mass indexes were more likely to have a PDM diagnosis (FPG 120-125 vs. 100-119: OR, 1.96; 95% CI, 1.78-2.17; body mass index, 30-34 kg/m vs. <25 kg/m: OR, 1.30; 95% CI, 1.13-1.48) and have 'PDM' recorded in the notes (FPG 120-125 vs. 100-119: OR, 1.15; 95% CI, 1.06-1.26; body mass index: 30-34 kg/m vs. <25 kg/m: OR, 1.58; 95% CI, 1.44-1.74). Provider-level variation was modest, except for metformin initiation (intraclass correlation coefficient, 0.8; p < .01).
Low clinical response to PDM among women of reproductive age suggests there are missed opportunities for diabetes prevention among this vulnerable population.
在怀孕前预防糖尿病可能对改善母婴结局很重要。虽然孕前阶段是专注于慢性病预防的关键时期,但对于有患糖尿病风险的育龄妇女的生殖健康服务知之甚少。
我们使用 Kaiser Permanente Northern California 的电子健康记录数据,确定了 21965 名年龄在 18 至 44 岁之间、2007 年至 2010 年期间患有初发糖尿病前期(PDM;空腹血糖 [FPG] = 100-125 或糖化血红蛋白 A1c = 5.7%-6.4%)的非妊娠妇女。我们寻找了实验室检测后 6 个月内对 PDM 的“临床反应”的证据,其定义为血糖水平重复检测、转诊或参加健康教育、PDM 诊断、二甲双胍的使用或临床记录中讨论 PDM。多水平模型用于检验患者特征与临床反应之间的关系,并评估提供者水平的差异。
不到一半的女性有记录表明对 PDM 范围实验室结果有临床反应。FPG 值和体重指数较高的女性更有可能被诊断为 PDM(FPG 120-125 比 100-119:比值比,1.96;95%置信区间,1.78-2.17;体重指数 30-34 kg/m 比<25 kg/m:比值比,1.30;95%置信区间,1.13-1.48),并且记录中有“PDM”(FPG 120-125 比 100-119:比值比,1.15;95%置信区间,1.06-1.26;体重指数:30-34 kg/m 比<25 kg/m:比值比,1.58;95%置信区间,1.44-1.74)。提供者水平的差异较小,但二甲双胍的使用除外(组内相关系数,0.8;p<.01)。
生殖年龄的女性对 PDM 的临床反应较低,表明在这一脆弱人群中存在预防糖尿病的机会错失。